distributed
https://github.com/dask/distributed
Python
A distributed task scheduler for Dask
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- Issues
- Swallowing the `CommClosedError` when the stream handler closes may remove relevant exception information
- Track cluster growth during P2P operations
- P2P tasks log compute failures even if they are later restarted
- Restart P2P on `OSError: [Errno 28] No space left on device` instead of failing if the cluster has grown since we started
- Restart P2P if cluster significantly grew in size
- Client.map() keys as a list breaks Dask queue system
- [P2P] Be robust to timeouts during shuffle barrier
- [P2P] `merge_unpack` does not reschedule on `ShuffleClosedError`
- Ability to specify cost value for computations
- Worker profile limited to a short timespan
- Docs
- Python not yet supported